1. Computational Linguistics(MIT Press)
website:http://www.mitpressjournals.org/loi/coli
brief introduction:
Computational Linguistics Now an Open Access Journal
Starting wtih Volume 35, Issue 1, Computational Linguistics is an open access journal, freely available to all online readers. There will no longer be a print edition. Back issues in print from volumes 34 and earlier are still available. Click Order/Subscribe for more details.
Computational Linguistics is the longest running publication devoted exclusively to the design and analysis of natural language processing systems. From this highly-regarded quarterly, university and industry linguists, speech specialists, and philosophers get information about computational aspects of research on language, linguistics, and the psychology of language processing and performance.
Computational Linguistics is the official journal of The Association for Computational Linguistics.
2. Computational Linguistics(MacQuarie University, Australia)
website:http://www.clt.mq.edu.au/compling/
brief introduction:
The Computational Linguistics journal is the primary archival forum for research on computational linguistics and natural language processing. The journal, sponsored by the Association for Computational Linguistics, has been published for the ACL by MIT Press since 1988, and has been Open Access since the beginning of 2009. All issues published by MIT Press are freely available to all at the official MIT Press website for the journal. Issues prior to 1988, as well as the issues published by MIT Press, are also available via the ACL Anthology.
3. Journal of Machine Learning Research
website:http://jmlr.csail.mit.edu/
brief introduction:
The Journal of Machine Learning Research (JMLR) provides an international forum for the electronic and paper publication of high-quality scholarly articles in all areas of machine learning. All published papers are freely available online.